Southern Range Limit of Cylindropuntia whipplei (Cactaceae) is ‘The Gila’ of New Mexico
Why this work is in the frame
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Bibliographic record
Abstract
Previously, we reported Cylindropuntia whipplei from as far south as ‘the Gila’, along Bear Creek, approximately 8 km east of the town of Gila, New Mexico. We also reported on three herbarium specimens labeled C. whipplei from farther south in New Mexico. Here we show (1) that those three specimens are not C. whipplei, (2) provide a review of specimens from southern Arizona showing that the New Mexico plant along Bear Creek currently seems to be at the southern range limit, (3) include photos of yellow to greenish-yellow flowers of the specimen along Bear Creek, and (4) provide a short update regarding herbarium specimens of C. whipplei from Bear Creek.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it